image thumbnail

Grey Wolf Optimizer for Training Multi-Layer Perceptrons (ALL CLASSIFICATION AND FUNCTION DATASETS)

version 2.0.0.0 (449 KB) by Seyedali Mirjalili
The submission employs the recently proposed Grey Wolf Optimizer for training Multi-Layer Perceptron

1.2K Downloads

Updated 22 May 2018

View License

Grey Wolf Optimizer for Training Multi-Layer Perceptrons (all datasets: XOR, Baloon, Iris, Cancer, Heat, Sigmoid, Sine, Cosine, and Sphere): Updated
This is the new version of the following submission:
http://au.mathworks.com/matlabcentral/fileexchange/49772-grey-wolf-optimizer-for-training-multi-layer-perceptrons
Grey Wolf Optimizer (GWO) is employed as a trainer for Multi-Layer Perceptron (MLP). The current source codes are the demonstration of the GWO trainer for solving the "Iris" classification problem.

This is the demonstration source codes of the paper:

S. Mirjalili, How effective is the GreyWolf optimizer in training multi-layer perceptrons, Applied Intelligence, In press, 2015, DOI: http://dx.doi.org/10.1007/s10489-014-0645-7

More information can be found in my personal web page: http://www.alimirjalili.com

I have a number of relevant courses in this area. You can enrol via the following links with 95% discount:

*******************************************************************************************************************************************
A course on “Optimization Problems and Algorithms: how to understand, formulation, and solve optimization problems”:
https://www.udemy.com/optimisation/?couponCode=MATHWORKSREF

A course on “Introduction to Genetic Algorithms: Theory and Applications”
https://www.udemy.com/geneticalgorithm/?couponCode=MATHWORKSREF
*******************************************************************************************************************************************

Cite As

Seyedali Mirjalili (2021). Grey Wolf Optimizer for Training Multi-Layer Perceptrons (ALL CLASSIFICATION AND FUNCTION DATASETS) (https://www.mathworks.com/matlabcentral/fileexchange/52273-grey-wolf-optimizer-for-training-multi-layer-perceptrons-all-classification-and-function-datasets), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2011b
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!